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Automation Risk Analysis

Will “Software Engineering Systems IT Specialist (Software Engineering Systems Information Technology Specialist)” be Automated?

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AI Exposure Risk

58%

“Software Engineering Systems IT Specialist (Software Engineering Systems Information Technology Specialist)” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

27%

“Software Engineering Systems IT Specialist (Software Engineering Systems Information Technology Specialist)” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 27% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Software Developers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research, design, and develop computer and network software or specialized utility programs. Analyze user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis. Update software or enhance existing software capabilities. May work with computer hardware engineers to integrate hardware and software systems, and develop specifications and performance requirements. May maintain databases within an application area, working individually or coordinating database development as part of a team.

Avg. Annual Salary $144,570
Avg. Hourly Wage $69.50
Available Jobs (US) 1,654,440
Job Title & Hierarchy Code (SOC) Software Developers #15-1252
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Software Developers”

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Core Skills & Abilities

  • Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.

  • Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.

  • Monitor functioning of equipment to ensure system operates in conformance with specifications.

  • Obtain and evaluate information on factors such as reporting formats required, costs, or security needs to determine hardware configuration.

  • Develop or direct software system testing or validation procedures, programming, or documentation.

  • Store, retrieve, and manipulate data for analysis of system capabilities and requirements.

  • Determine system performance standards.

  • Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.

  • Supervise the work of programmers, technologists and technicians and other engineering and scientific personnel.

  • Prepare reports or correspondence concerning project specifications, activities, or status.

  • Coordinate installation of software system.

  • Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.

  • Confer with data processing or project managers to obtain information on limitations or capabilities for data processing projects.

  • Analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.

  • Supervise and assign work to programmers, designers, technologists, technicians, or other engineering or scientific personnel.

  • Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.

  • Train users to use new or modified equipment.

Technologies & Software

  • Functional testing software
  • TypeScript
  • Amazon Simple Storage Service S3
  • Haskell
  • Jenkins CI
  • Chef
  • Hewlett Packard HP-UX
  • Amazon DynamoDB
  • JavaScript framework software
  • Load testing software
  • MathWorks Simulink
  • Microsoft Power Automate
  • Grok (xAI)
  • Apache HTTP Server
  • Kimi (Moonshot AI)
  • Firewall software
  • Scheme
  • Kotlin
  • Emerald Software Group Emerald Green Office
  • Microsoft Visual Basic.NET
  • Distributed database management software
  • Requirements management software
  • Microsoft Windows
  • GNU Image Manipulation Program GIMP
  • Apache Hive
  • Microsoft SQL Server Reporting Services SSRS
  • Computer Associates integrated data management system CA-IDMS
  • PostgreSQL
  • Real time operating system RTOS software
  • LibreOffice
  • Microsoft OneNote
  • Microsoft Dynamics
  • Spring Framework
  • Interface definition language IDL
  • Amazon Web Services AWS CloudFormation
  • Embarcadero JBuilder
  • American National Standards Institute ANSI C
  • Tabnine
  • Ruby on Rails
  • Google Slides
  • Single sign-on SSO
  • Apache Groovy
  • PyTorch
  • Selenium
  • Teradata Database
  • Open Graphics Library OpenGL
  • Fault testing software
  • Oracle Java Message Service JMS
  • Blink
  • Data analysis software
  • Objective Caml
  • LexisNexis
  • Apache Airflow
  • DeepSeek
  • Scala
  • National Instruments LabVIEW
  • McAfee
  • Deployment software
  • LinkedIn
  • Docker
  • UNIX Shell
  • Microsoft Visual Basic
  • Win CE
  • Microsoft Visual Basic for Applications VBA
  • Oracle WebLogic Server
  • Dynamic hypertext markup language DHTML
  • Gambit Scheme
  • SonarQube
  • Document management system software
  • Codeium
  • Static analysis software
  • IBM Rational RequisitePro
  • Eiffel
  • Data definition language DDL
  • Loom
  • Visible Razor
  • Salesforce Visualforce
  • Skype
  • Bolt.new
  • Platform as a service PaaS
  • Apache Cassandra
  • DataVision
  • Mutation testing software
  • Document Object Model DOM Scripting
  • Oracle PeopleSoft
  • Unified modeling language UML
  • Object Management Group Object Request Broker
  • SAP ERP
  • Disk operating system DOS
  • Dropbox
  • Voice over internet protocol VoIP system software
  • Adobe Dreamweaver
  • Prolog
  • Wind River VxWorks
  • Alteryx software
  • Amazon Kinesis
  • Vue.js
  • Distributed component object model DCOM software
  • Event-driven State-machines Programming
  • React Native
  • Devin (Cognition AI)
  • Apache Avro
  • Microsoft Office software
  • PuTTY
  • Quest Erwin Data Modeler
  • Atlassian Bitbucket
  • Algorithmic language ALGOL
  • Programming language one PL/I
  • Call-processing language CPL
  • UNIX
  • File server software
  • Veritas NetBackup
  • Oracle Java
  • Structured query language SQL
  • Google Analytics
  • Enterprise resource planning ERP software
  • ABC: the AspectBench Compiler for AspectJ
  • Microsoft Word
  • J
  • SAP PowerBuilder
  • Microsoft Visio
  • React
  • Simulation program with integrated circuit emphasis SPICE
  • Adobe After Effects
  • Kubernetes
  • List processing language LISP
  • Backbone.js
  • Component-based Scalable Logical Architecture CSLA
  • Oracle JDBC
  • Slack
  • MUMPS M
  • Regression testing software
  • Puppet
  • Moodle
  • Xcode
  • Canu
  • NortonLifeLock cybersecurity software
  • Verilog
  • Source code editor software
  • IBM Notes
  • v0 by Vercel
  • Microsoft Project
  • Component object model COM software
  • Oracle Business Intelligence Suite
  • Apple iOS
  • IBM DB2
  • Shell script
  • Microsoft ESP SDK
  • GraphQL
  • FaceTime
  • LogMeIn GoToMeeting
  • Oracle Hyperion
  • Interstate connection ICON
  • C#
  • Microsoft Active Server Pages ASP
  • Ansible software
  • Go
  • Graphical user interface GUI design software
  • Magellan Firmware
  • Migration testing software
  • Extensible markup language XML
  • Flipgrid
  • Automated installation software
  • TensorFlow
  • IBM SPSS Statistics
  • Sun Microsystems Java Persistence API
  • Oracle SQL Developer
  • JamBoard
  • AJAX
  • Cisco IOS
  • Microsoft Team Foundation Server
  • Apache Subversion SVN
  • Microsoft Internet Information Services (IIS)
  • Google Cloud software
  • RabbitMQ
  • Microsoft Visual C# .NET
  • C
  • Informatica software
  • Oracle PeopleSoft Financials
  • Ext JS
  • Job control language JCL
  • LAMP Stack
  • ESRI ArcGIS software
  • Embarcadero Delphi
  • Microsoft Access
  • Ubuntu
  • Oracle Eloqua
  • Evernote
  • OpenAI ChatGPT
  • Airtable
  • Gemini Code Assist
  • Microsoft transact-structural query language T-SQL
  • Workday software
  • Apache Tomcat
  • Test design software
  • Redis
  • Citrix cloud computing software
  • StataCorp Stata
  • Apache Flume
  • Gemini (Google)
  • Enterprise JavaBeans
  • Microsoft SQL Server
  • Apache Maven
  • Customer information control system CICS
  • Encryption software
  • Adobe Photoshop
  • Relational database management software
  • Microsoft Azure DevOps Services
  • Linux
  • Software distribution management software
  • LogMeIn GoToWebinar
  • Oracle Fusion Applications
  • ADO.NET
  • Llama (Meta)
  • Eclipse IDE
  • Apache HBase
  • Mistral AI (chat/models)
  • Qwen (Alibaba)
  • Tableau
  • Hibernate ORM
  • IBM Rational ClearQuest
  • Jupyter Notebook
  • IBM Cognos Impromptu
  • Atlassian JIRA
  • Microsoft Publisher
  • ServiceNow
  • Operating system shells
  • Oracle Reports
  • Web server software
  • Stress testing software
  • Google Gmail
  • Common Lisp Object System CLOS
  • IBM z/OS operating systems
  • Delphi Technology
  • Wireshark
  • Apache Struts
  • Microsoft DirectX
  • Microsoft SQL Server Integration Services SSIS
  • Unit testing software
  • IBM Middleware
  • MongoDB
  • Google Drive
  • 3M Post-it App
  • Apache Kafka
  • Microsoft .NET Framework
  • Oracle E-Business Suite Financials
  • SAP NetWeaver
  • Symantec Visual Cafe
  • AWK
  • Swift
  • IBM Power Systems software
  • Blackboard software
  • Enterprise application integration EAI software
  • Structured Query Report SQR
  • XML Path Language XPATH
  • Google Meet
  • Google Docs
  • Oracle Fusion Middleware
  • Dynamic analysis software
  • Node.js
  • Simple API for XML SAX
  • Cascading style sheets CSS
  • Collaborative Application Markup Language CAML
  • Ada
  • Trimble SketchUp Pro
  • Microsoft Excel
  • MicroStrategy
  • Hewlett Packard LoadRunner
  • PHP
  • IBM Terraform
  • SAP Crystal Reports
  • System testing software
  • Bootstrap
  • Figma
  • VMware
  • IEA Software Emerald
  • Oracle Database
  • Apple macOS
  • Splunk Enterprise
  • Patch management software
  • FileMaker Pro
  • IBM WebSphere
  • Red Hat Ansible Engine
  • IBM Rational ClearCase
  • JUnit
  • Microsoft Outlook
  • Modula
  • IBM Domino
  • Adobe Illustrator
  • Extensible stylesheet language transformations XSLT
  • Amazon CodeWhisperer
  • Blackbaud The Raiser's Edge
  • SAP Business Intelligence
  • Microsoft SharePoint
  • Apache Oozie
  • Oracle Primavera Enterprise Project Portfolio Management
  • Eclipse Jersey
  • Drupal
  • JavaScript
  • NetSuite ERP
  • IBM Rational Rose XDE
  • Ruby
  • Google Antigravity
  • IBM InfoSphere DataStage
  • Version control software
  • Microsoft Dynamics GP
  • Amazon Elastic Compute Cloud EC2
  • Apache Hadoop
  • KornShell
  • Virtual private networking VPN software
  • Google Sites
  • Backup and archival software
  • ICON programming language
  • Allaire ColdFusion
  • Forth
  • Talend Big Data Integration
  • jQuery
  • SAS
  • GitHub Copilot
  • SAP Adaptive Server Enterprise
  • Software development tools
  • Atlassian Bamboo
  • Django
  • Salesforce software
  • Adobe ActionScript
  • Defect tracking software
  • Oracle Application Server
  • Border Gateway Protocol BGP
  • Microsoft ASP.NET Core MVC
  • Microsoft Active Directory
  • Web application software
  • Adobe Acrobat
  • A programming language APL
  • Oracle Business Intelligence Discoverer
  • Integration testing software
  • IBM AIX
  • JavaScript Object Notation JSON
  • Perforce Helix software
  • Microsoft Exchange
  • Microsoft Visual Basic Scripting Edition VBScript
  • Embedded systems development software
  • Apache Pig
  • Adobe Creative Cloud software
  • Snowflake
  • Python
  • Microsoft PowerShell
  • E++ pattern language
  • Objective C
  • Google Android
  • Gradle
  • Oracle JavaServer Pages JSP
  • Cisco Webex
  • Google Sheets
  • Zoom
  • Transact-SQL
  • Microsoft Power BI
  • Social media sites
  • R
  • React Redux
  • Nova (Amazon)
  • Management information systems MIS
  • Data manipulation language DML
  • IBM Rational PurifyPlus
  • Oracle PL/SQL
  • B-Method
  • Atlassian Confluence
  • Operating system software
  • Extensible hypertext markup language XHTML
  • Google Angular
  • ABC Compiler
  • Microsoft PowerPoint
  • Pascal
  • Oracle Solaris
  • GroupMe
  • Microsoft ActiveX
  • Advanced business application programming ABAP
  • Storage area network SAN software
  • Test implementation software
  • Configuration management software
  • Restructured extended executor REXX
  • Microsoft Azure software
  • Microsoft Visual Studio
  • Mistral (Mistral AI)
  • Oracle Business Intelligence Enterprise Edition
  • Git
  • Perl
  • Microsoft Teams
  • Apache Ant
  • Recovery testing software
  • Qlik Tech QlikView
  • Software libraries
  • SAP software
  • Nagios
  • Red Hat OpenShift
  • Hypertext markup language HTML
  • Oracle JD Edwards EnterpriseOne
  • Smalltalk
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Claude (Anthropic)
  • GitLab
  • Adobe InDesign
  • Screencastify
  • Lovable.dev
  • NoSQL
  • Beginner's all-purpose symbolic instruction code BASIC
  • MuleSoft software
  • Red Hat Enterprise Linux
  • MySQL
  • Microsoft Windows Server
  • GitHub
  • Red Hat WildFly
  • Common business oriented language COBOL
  • Amazon Redshift
  • Marketo Marketing Automation
  • Talend Data Fabric
  • Graphical user interface GUI builder software
  • SmugMug Flickr
  • Oracle Cloud software
  • Apache Solr
  • Oberon
  • The MathWorks MATLAB
  • Amazon Web Services AWS software
  • Web service definition language WDSL
  • Formula translation/translator FORTRAN
  • Computer On-line Real-time Applications Language CORAL 66
  • Microsoft ASP.NET
  • ChatGPT (OpenAI)
  • Bigloo Scheme
  • Migration software
  • RESTful API
  • Integrated development environment IDE software
  • Bash
  • Cursor AI
  • SAP Business Objects
  • String oriented symbolic language SNOBOL
  • Minitab
  • Usability testing software
  • WordPress
  • Elasticsearch
  • Spring Boot
  • Apache Spark
  • JFrog Artifactory
  • Dynamic modeling software
  • YouTube
  • Adobe Flex
  • IBM WebSphere MQ
  • Microservices Architecture
  • QNX
  • C++
  • Interoperability testing software
  • Security testing software
  • Perplexity AI
  • Flash disks
  • Directory servers
  • Notebook computers
  • In circuit emulators ICE
  • Graphics processing unit GPU
  • Mainframe computers
  • Multi-core central processing unit CPU
  • Digital cameras
  • Logic analyzers
  • Desktop computers
  • Computer servers
  • Application servers

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